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GLOBALSOFT TECHNOLOGIES 
IEEE PROJECTS & SOFTWARE DEVELOPMENTS 
IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE 
BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS 
CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 
Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com 
Constructing Load-Balanced Data Aggregation Trees in 
Probabilistic Wireless Sensor Networks 
Abstract 
Data Gathering is a fundamental task in Wireless Sensor Networks (WSNs). Data gathering 
trees capable of performing aggregation operations are also referred to as Data 
Aggregation Trees (DATs). Currently, most of the existing works focus on constructing 
DATs according to different user requirements under the Deterministic Network Model 
(DNM). However, due to the existence of many probabilistic lossy links in WSNs, it is more 
practical to obtain a DAT under the realistic Probabilistic Network Model (PNM). Moreover, 
the load-balance factor is neglected when constructing DATs in current literatures. 
Therefore, in this paper, we focus on constructing a Load-Balanced Data Aggregation Tree 
(LBDAT) under the PNM. More specifically, three problems are investigated, namely, the 
Load-Balanced Maximal Independent Set (LBMIS) problem, the Connected Maximal 
Independent Set (CMIS) problem, and the LBDAT construction problem. LBMIS and CMIS 
are well-known NP-hard problems and LBDAT is an NP-complete problem. Consequently, 
approximation algorithms and comprehensive theoretical analysis of the approximation 
factors are presented in the paper. Finally, our simulation results show that the proposed 
algorithms outperform the existing state-of-the-art approaches significantly. 
Existing system 
Data Gathering is a fundamental task in Wireless Sensor Networks (WSNs). Data gathering 
trees capable of performing aggregation operations are also referred to as Data 
Aggregation Trees (DATs). Currently, most of the existing works focus on constructing
DATs according to different user requirements under the Deterministic Network Model 
(DNM). However, due to the existence of many probabilistic lossy links in WSNs, it is more 
practical to obtain a DAT under the realistic Probabilistic Network Model (PNM). Moreover, 
the load-balance factor is neglected when constructing DATs in current literatures. 
Proposed system 
we focus on constructing a Load-Balanced Data Aggregation Tree (LBDAT) under the PNM. 
More specifically, three problems are investigated, namely, the Load-Balanced Maximal 
Independent Set (LBMIS) problem, the Connected Maximal Independent Set (CMIS) 
problem, and the LBDAT construction problem. LBMIS and CMIS are well-known NP-hard 
problems and LBDAT is an NP-complete problem. Consequently, approximation algorithms 
and comprehensive theoretical analysis of the approximation factors are presented in the 
paper. Finally, our simulation results show that the proposed algorithms outperform the 
existing state-of-the-art approaches significantly. 
SYSTEM CONFIGURATION:- 
HARDWARE CONFIGURATION:- 
 Processor - Pentium –IV 
 Speed - 1.1 Ghz 
 RAM - 256 MB(min) 
 Hard Disk - 20 GB
SOFTWARE CONFIGURATION:- 
 Operating System : Windows XP 
 Programming Language : JAVA 
 Java Version : JDK 1.6 & above.

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IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud based mobile multimedia recomme...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud based mobile multimedia recomme...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud based mobile multimedia recomme...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud assisted mobile-access of healt...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud assisted mobile-access of healt...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud assisted mobile-access of healt...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Cloud assisted mobile-access of healt...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Automatic scaling of internet applica...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Automatic scaling of internet applica...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Automatic scaling of internet applica...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Automatic scaling of internet applica...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Adaptive algorithm for minimizing clo...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Adaptive algorithm for minimizing clo...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Adaptive algorithm for minimizing clo...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS Adaptive algorithm for minimizing clo...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A stochastic model to investigate dat...
 
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A hybrid cloud approach for secure au...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A hybrid cloud approach for secure au...IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A hybrid cloud approach for secure au...
IEEE 2014 JAVA CLOUD COMPUTING PROJECTS A hybrid cloud approach for secure au...
 
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
IEEE 2014 JAVA NETWORKING PROJECTS Snapshot and continuous data collection in...
 
IEEE 2014 JAVA NETWORKING PROJECTS Secure continuous aggregation in wireless ...
IEEE 2014 JAVA NETWORKING PROJECTS Secure continuous aggregation in wireless ...IEEE 2014 JAVA NETWORKING PROJECTS Secure continuous aggregation in wireless ...
IEEE 2014 JAVA NETWORKING PROJECTS Secure continuous aggregation in wireless ...
 
IEEE 2014 JAVA NETWORKING PROJECTS Secure and efficient data transmission for...
IEEE 2014 JAVA NETWORKING PROJECTS Secure and efficient data transmission for...IEEE 2014 JAVA NETWORKING PROJECTS Secure and efficient data transmission for...
IEEE 2014 JAVA NETWORKING PROJECTS Secure and efficient data transmission for...
 
IEEE 2014 JAVA NETWORKING PROJECTS Receiver based flow control for networks i...
IEEE 2014 JAVA NETWORKING PROJECTS Receiver based flow control for networks i...IEEE 2014 JAVA NETWORKING PROJECTS Receiver based flow control for networks i...
IEEE 2014 JAVA NETWORKING PROJECTS Receiver based flow control for networks i...
 

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IEEE 2014 JAVA PARALLEL DISTRIBUTED PROJECTS Constructing load balanced data aggregation trees in probabilistic wireless sensor networks

  • 1. GLOBALSOFT TECHNOLOGIES IEEE PROJECTS & SOFTWARE DEVELOPMENTS IEEE FINAL YEAR PROJECTS|IEEE ENGINEERING PROJECTS|IEEE STUDENTS PROJECTS|IEEE BULK PROJECTS|BE/BTECH/ME/MTECH/MS/MCA PROJECTS|CSE/IT/ECE/EEE PROJECTS CELL: +91 98495 39085, +91 99662 35788, +91 98495 57908, +91 97014 40401 Visit: www.finalyearprojects.org Mail to:ieeefinalsemprojects@gmail.com Constructing Load-Balanced Data Aggregation Trees in Probabilistic Wireless Sensor Networks Abstract Data Gathering is a fundamental task in Wireless Sensor Networks (WSNs). Data gathering trees capable of performing aggregation operations are also referred to as Data Aggregation Trees (DATs). Currently, most of the existing works focus on constructing DATs according to different user requirements under the Deterministic Network Model (DNM). However, due to the existence of many probabilistic lossy links in WSNs, it is more practical to obtain a DAT under the realistic Probabilistic Network Model (PNM). Moreover, the load-balance factor is neglected when constructing DATs in current literatures. Therefore, in this paper, we focus on constructing a Load-Balanced Data Aggregation Tree (LBDAT) under the PNM. More specifically, three problems are investigated, namely, the Load-Balanced Maximal Independent Set (LBMIS) problem, the Connected Maximal Independent Set (CMIS) problem, and the LBDAT construction problem. LBMIS and CMIS are well-known NP-hard problems and LBDAT is an NP-complete problem. Consequently, approximation algorithms and comprehensive theoretical analysis of the approximation factors are presented in the paper. Finally, our simulation results show that the proposed algorithms outperform the existing state-of-the-art approaches significantly. Existing system Data Gathering is a fundamental task in Wireless Sensor Networks (WSNs). Data gathering trees capable of performing aggregation operations are also referred to as Data Aggregation Trees (DATs). Currently, most of the existing works focus on constructing
  • 2. DATs according to different user requirements under the Deterministic Network Model (DNM). However, due to the existence of many probabilistic lossy links in WSNs, it is more practical to obtain a DAT under the realistic Probabilistic Network Model (PNM). Moreover, the load-balance factor is neglected when constructing DATs in current literatures. Proposed system we focus on constructing a Load-Balanced Data Aggregation Tree (LBDAT) under the PNM. More specifically, three problems are investigated, namely, the Load-Balanced Maximal Independent Set (LBMIS) problem, the Connected Maximal Independent Set (CMIS) problem, and the LBDAT construction problem. LBMIS and CMIS are well-known NP-hard problems and LBDAT is an NP-complete problem. Consequently, approximation algorithms and comprehensive theoretical analysis of the approximation factors are presented in the paper. Finally, our simulation results show that the proposed algorithms outperform the existing state-of-the-art approaches significantly. SYSTEM CONFIGURATION:- HARDWARE CONFIGURATION:-  Processor - Pentium –IV  Speed - 1.1 Ghz  RAM - 256 MB(min)  Hard Disk - 20 GB
  • 3. SOFTWARE CONFIGURATION:-  Operating System : Windows XP  Programming Language : JAVA  Java Version : JDK 1.6 & above.